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E-Mail IMAGE: Engineers at Rice University and Lawrence Livermore National Laboratory are using neural networks to accelerate the prediction of how microstructures of materials evolve. This example predicts snowflake-like dendritic crystal growth.. view more Credit: Mesoscale Materials Science Group/Rice University HOUSTON - (April 30, 2021) - The microscopic structures and properties of materials are intimately linked, and customizing them is a challenge. Rice University engineers are determined to simplify the process through machine learning. To that end, the Rice lab of materials scientist Ming Tang, in collaboration with physicist Fei Zhou at Lawrence Livermore National Laboratory, introduced a technique to predict the evolution of microstructures structural features between 10 nanometers and 100 microns in materials. ....
Mengbi Li Ryan Remiorz/AP/AAP The coronavirus has been escaping with distressing frequency from quarantine hotels, threatening serious outbreaks. To make things worse, multiple variants of the virus, possibly more infectious and deadly, have recently been detected. This accentuates the need for robust hotel quarantine, especially in countries like Australia that have controlled community transmission. While the hotel quarantine system has received wide attention, relatively few people have had the opportunity to experience and observe it first hand. Even fewer have been able to compare with other regions handling similar challenges. I happen to have needed to travel overseas and thus experienced quarantine in several places over the past months. ....
The coronavirus has been escaping with distressing frequency from quarantine hotels, threatening serious outbreaks. To make things worse, multiple variants of the virus, possibly more infectious and deadly, have recently been detected. This accentuates the need for robust hotel quarantine, especially in countries like Australia that have controlled community transmission. While the hotel quarantine system has received wide attention, relatively few people have had the opportunity to experience and observe it first hand. Even fewer have been able to compare with other regions handling similar challenges. I happen to have needed to travel overseas and thus experienced quarantine in several places over the past months. ....